The Impact of Social Media on Preventive Behavior During the COVID-19 …

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Choi, D. H., & Noh, G. Y. (2023). The Impact of Social Media on Preventive Behavior During the COVID-19 Qutbreak in South Korea: The Roles of Social Norms and Self-Efficacy. SAGE Open, 13(3).  


ABSTRACT

Social media are important channels to propagate health information and influence preventive behavior during a public health crisis, as witnessed during the coronavirus pandemic (COVID-19). This study explored the association between social media use and preventive behavior during the outbreak of COVID-19 in South Korea. Using the national survey data (N = 1,500), the study examined the mediating role of social norms in the association between social media use for news and information about COVID-19 and preventive behavior. In addition, the study tested the moderating effect of self-efficacy on the mediating path of social media use for preventive behavior via social norms. Conducting a moderated mediation analysis method, this study found that social norms mediated the relationship between social media use and preventive behavior (b = 0.046). Moreover, the study revealed that the indirect relationship between social media use and preventive behavior through social norms becomes stronger as an individual’s level of self-efficacy decreases (low: b = 0.044, middle: b = 0.036, and high: b = 0.030). The study provides empirical evidence of the beneficial impact of social media use on preventive behavior. The findings of the study recommend promoting messages on social norms through social media for facilitating preventive behavior.

Methods

Data

The data used for this study were collected from a national online panel survey of South Korean adults conducted by Global Research, a major research firm in South Korea, over 1 week from February 24 to March 3, 2020. The survey period coincided with one of the significant peaks of the COVID-19 outbreak in South Korea. The survey company secured an online panel of over one million people with national representation on the basis of age, gender, and region using a proportionate quota sampling approach. Among the entire pool, 127,362 panel members, who were randomly chosen via a computer algorithm, received the survey invitation email to participate in the current study. Out of the total emails sent, 2,225 individuals responded to the survey participation, and 725 cases out of these were excluded due to inadequate or incomplete answers in the questionnaire. As a result, 1,500 people finished the survey, producing a completion rate of 67.4% and all 1,500 responses were included in the analysis. This research was approved by the Institutional Review Board of Hallym University, South Korea (IRB no. HIRB-2020-015).

Measures

Social Media Use

The study measured social media use by using a single item on a 5-point scale ranging from “1 = never” to “5 = very often,” when asked how often the respondents had seen or heard news and information in relation to preventive methods about COVID-19 on social media, such as Instagram, Facebook, and Twitter during the past month (M = 3.61, SD = 1.14).

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